Search Results - "Garcia, Christophe"

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects by Duffner, Stefan, Garcia, Christophe

“…In this paper, we present a novel algorithm for fast tracking of generic objects in videos. The algorithm uses two components: a detector that makes use of the…”
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Using Discriminative Motion Context for Online Visual Object Tracking by Duffner, Stefan, Garcia, Christophe

“…In this paper, we propose an algorithm for online, real-time tracking of arbitrary objects in videos from unconstrained environments. The method is based on a…”
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Siamese multi-layer perceptrons for dimensionality reduction and face identification by Zheng, Lilei, Duffner, Stefan, Idrissi, Khalid, Garcia, Christophe, Baskurt, Atilla

“…This paper presents a framework using siamese Multi-layer Perceptrons (MLP) for supervised dimensionality reduction and face identification. Compared with the…”
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Evaluation of video activity localizations integrating quality and quantity measurements by Wolf, Christian, Lombardi, Eric, Mille, Julien, Celiktutan, Oya, Jiu, Mingyuan, Dogan, Emre, Eren, Gonen, Baccouche, Moez, Dellandréa, Emmanuel, Bichot, Charles-Edmond, Garcia, Christophe, Sankur, Bülent

“…•A new evaluation procedure for action localization is proposed.•We introduce performance graphs showing quantity as a function of quality.•A single…”
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Visual Focus of Attention Estimation With Unsupervised Incremental Learning by Duffner, Stefan, Garcia, Christophe

“…In this paper, we propose a new method for estimating the visual focus of attention (VFOA) in a video stream captured by a single distant camera and showing…”
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Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects by Duffner, Stefan, Garcia, Christophe

“…In this paper, we present a new algorithm for real-time single-object tracking in videos in unconstrained environments. The algorithm comprises two different…”
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Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos by Yousfi, Sonia, Berrani, Sid-Ahmed, Garcia, Christophe

“…Unconstrained text recognition in videos is a very challenging task that begins to draw the attention of the OCR community. However, for Arabic video contents,…”
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Class-balanced siamese neural networks by Berlemont, Samuel, Lefebvre, Grégoire, Duffner, Stefan, Garcia, Christophe

“…•Original siamese neural network objective function.•Polar sine-based angular reformulation for cosine dissimilarity learning.•Application on a multimodal…”
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Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey by Berthelier, Anthony, Chateau, Thierry, Duffner, Stefan, Garcia, Christophe, Blanc, Christophe

“…Over the past, deep neural networks have proved to be an essential element for developing intelligent solutions. They have achieved remarkable performances at…”
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2D Wasserstein loss for robust facial landmark detection by Yan, Yongzhe, Duffner, Stefan, Phutane, Priyanka, Berthelier, Anthony, Blanc, Christophe, Garcia, Christophe, Chateau, Thierry

“…•Rethink the problem of robust facial landmark detection between the reaserch and the practical use.•Novel method based on the Wasserstein loss to…”
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Using discriminative motion context for on-line visual object tracking by Duffner, Stefan, Garcia, Christophe

“…In this paper, we propose an algorithm for on-line, real-time tracking of arbitrary objects in videos from unconstrained environments. The method is based on a…”
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Low-Complexity Approximate Convolutional Neural Networks by Cintra, Renato J., Duffner, Stefan, Garcia, Christophe, Leite, Andre

“…In this paper, we present an approach for minimizing the computational complexity of the trained convolutional neural networks (ConvNets). The idea is to…”
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Learning personalized ADL recognition models from few raw data by Compagnon, Paul, Lefebvre, Grégoire, Duffner, Stefan, Garcia, Christophe

“…•A new neural architecture, combining matching networks with sequence to sequence models, called SSMN.•An SSMN application to few shot inertial sequence…”
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Adapted Active Appearance Models by Séguier, Renaud, Le Gallou, Sylvain, Breton, Gaspard, Garcia, Christophe

“…Active Appearance Models (AAMs) are able to align efficiently known faces under duress, when face pose and illumination are controlled. We propose Adapted…”
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An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach by Mignot, Thomas, Ponchon, François, Derville, Alexandre, Duffner, Stefan, Garcia, Christophe

“…Abstract In the tire manufacturing field, the pursuit of uncompromised product quality stands as a cornerstone. This paper introduces an innovative multimodal…”
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Adapted Active Appearance Models by Séguier, Renaud, Sylvain Le Gallou, Breton, Gaspard, Garcia, Christophe

“…Active Appearance Models (AAMs) are able to align efficiently known faces under duress, when face pose and illumination are controlled. We propose Adapted…”
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Facial Image Processing by Garcia, Christophe, Ostermann, Jörn, Cootes, Tim

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Convolutional face finder: a neural architecture for fast and robust face detection by Garcia, C., Delakis, M.

“…In this paper, we present a novel face detection approach based on a convolutional neural architecture, designed to robustly detect highly variable face…”
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Fine-grained facial landmark detection exploiting intermediate feature representations by Yan, Yongzhe, Duffner, Stefan, Phutane, Priyanka, Berthelier, Anthony, Naturel, Xavier, Blanc, Christophe, Garcia, Christophe, Chateau, Thierry

“…Facial landmark detection has been an active research subject over the last decade. In this paper, we present a new approach for Fine-grained Facial Landmark…”
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Facial Image Processing by Garcia, Christophe, Ostermann, Jörn, Cootes, Tim

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